Browsing byAuthorPang, G

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Showing results 1 to 11 of 11
Issue DateTitleAuthor(s)
2021-03Deep Learning for Anomaly DetectionPang, G; Shen, C; Cao, L; Hengel, AVD
2019-05-01CURE: Flexible Categorical Data Representation by Hierarchical Coupling LearningJian, S; Pang, G; Cao, L; Lu, K; Gao, H
2018-07-19Learning representations of ultrahigh-dimensional data for random distance-based outlier detectionPang, G; Chen, L; Cao, L; Liu, H
2018-01-01Sparse modeling-based sequential ensemble learning for effective outlier detection in high-dimensional numeric dataPang, G; Cao, L; Chen, L; Lian, D; Liu, H
2017-11-06Selective value coupling learning for detecting outliers in high-dimensional categorical dataPang, G; Xu, H; Cao, L; Zhao, W
2017-01-31Unsupervised feature selection for outlier detection by modelling hierarchical value-feature couplingsPang, G; Cao, L; Chen, L; Liu, H
2017-01-01Embedding-based representation of categorical data by hierarchical value coupling learningJian, S; Cao, L; Pang, G; Lu, K; Gao, H
2017-01-01Learning homophily couplings from non-IID data for joint feature selection and noise-resilient outlier detectionPang, G; Cao, L; Chen, L; Liu, H
2016-12-01ZERO++: Harnessing the power of zero appearances to detect anomalies in large-scale data setsPang, G; Ting, KM; Albrecht, D; Jin, H
2016-01-29LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest NeighboursPang, G; Ting, KM; Albrecht, D
2016-01-01Outlier detection in complex categorical data by modelling the feature value couplingsPang, G; Cao, L; Chen, L